On household task knowledge graphs, standard embedding-based link prediction models are outperformed by frequency baselines and an LLM, suggesting these graphs break common LP assumptions.
PyKEEN 1.0: A Python Library for Training and Evaluating Knowledge Graph Embeddings
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Knowledge Graph Completion for Action Prediction on Situational Graphs -- A Case Study on Household Tasks
On household task knowledge graphs, standard embedding-based link prediction models are outperformed by frequency baselines and an LLM, suggesting these graphs break common LP assumptions.